Evidence map›Paper›PMID 41677080›Full record

ArticleEuropean journal of dental education : official journal of the Association for Dental Education in Europe2026

Mind Mapping in Orthodontic Education: A Two-Cohort Action-Research Study Exploring the Impact of Feedback on Student Learning and Perception.

Shoroog H Agou

Abstract read
In one paragraph

Article in European journal of dental education : official journal of the Association for Dental Education in Europe, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Shoroog H AgouFaculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.ORCID https://orcid.org/0000-0002-1678-2647

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionMind mapping is a visual learning strategy that fosters critical thinking in health professions education, yet it remains underexplored in orthodontic curricula. With varying class sizes, increasing reliance on technology, and fragmented delivery of core orthodontic concepts, there is a need for pedagogical tools that support integrative and meaningful learning. This study evaluates how instructional support significantly impacts students' perceptions and learning gains when mind mapping is introduced in an undergraduate orthodontics course. MATERIALS AND

methodsAn opportunistic comparison action-research study was conducted with two student cohorts (n = 187). Cohort I received structured orientation, guided instruction, and individualised feedback on their mind maps, while Cohort II completed the activity independently due to limited faculty availability. A 14-item perception questionnaire was used to assess students' views of the mind mapping experience. Reliability testing (Cronbach's α), t-tests, ANOVA, and regression models examined the impact of instructional support and learning styles on student perceptions.

resultsThe perception scale demonstrated strong internal consistency (α = 0.81). Cohort I reported significantly higher scores in 11 out of 14 perception items. Regression analysis identified cohort membership as a significant predictor of students' ability to perceive "the big picture" and recognise inter-topic links, suggesting a positive effect of structured feedback. DISCUSSION: The findings align with literature on feedback-enhanced learning and highlight the value of guided visual tools in complex clinical domains. The differences between cohorts underscore the influence of faculty scaffolding on student engagement and conceptual integration.

conclusionWhen embedded within structured instructional guidance, proper scaffolding, and formative feedback, learning tools can support meaningful integration of orthodontic concepts, an increasingly important safeguard against fragmented surface learning, especially in the AI era.

Indexed as

Education, DentalFeedbackFormative FeedbackLearningOrthodonticsStudents, DentalCohort StudiesFemaleHumansMalePerceptionSurveys and Questionnairesconcept formationfaculty guidancefeedbackintegrative learningmind mappingorthodontics/education

Identifiers

PMID41677080
PMCPMC13383303

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.